A cdf FX is stochastically greater than a cdf FY if Fx(t) FY(t) for all t

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A cdf FX is stochastically greater than a cdf FY if Fx(t) ≤ FY(t) for all t and FX(t) < FY (t) for some t. Prove that if X ~ Fx and Y ~ FY, then
P(X > t) ≥ P(Y > t) for every t
and
P(X > t) > P(Y > t) for some t,
that is, X tends to be bigger than Y.
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Statistical Inference

ISBN: 978-0534243128

2nd edition

Authors: George Casella, Roger L. Berger

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